Applied Computer Vision Researcher

Key Skills

Python Programming, Scala Programming, C++, Java Programming, Machine learning techniques, Data science techniques, SQL, Apache Hadoop, MapReduce, TensorFlow, PyTorch

Job Description

We are looking for innovative candidates with experienced expertise in the field of AI, computer vision and image processing to join our CBG Vision team. As a qualified researcher, you will conduct research and design algorithms towards highly optimized and robust solutions for terminal devices, such as smartphones. ?You will work on the projects collaboratively with other team members or independently. You will be proceeding with literature review, proposing novel research ideas, implementing algorithms, and benchmarking. An ideal candidate is also expected to publish papers at top-tier conferences.

Our team works on diverse projects in the field of video/image processing, human behaviors/emotions, car surveillance, monitoring drivers? status, machine learning, etc. If you are interested in challenging state-of-the-art algorithms and passionate about tackling the difficulties of tuning CV algorithms to solve real-world complex problems, this role will inspire your potentials and keep your passion going. ?Your research will be applied widely in the terminal field of consumer business, such as mobile devices. The featured result of your research will be presented to the world via the latest Huawei Product Launch Event.

Responsibilities:

• Use your deep understanding of CV, ML, and AI to tackle meaningful technical problems, collaborate with the most innovative product development team in the world, and transfer your ideas into solutions in the next generation of Huawei products.
• Conceive, plan, develop and implement scientific research projects to advance scientific knowledge in business-relevant areas.
• Conduct academic & applied research with a collaborative team of researchers by developing core algorithms and platforms of computer vision to enhance the core competitiveness and user experience of Huawei's related products.
• Generate high-quality patents and/or academic publications in the areas of applied ML, computer vision and graphics?(e.g. CVPR, ECCV, ICCV, SIGGRAPH?etc.)
• Guide and manage the processes including data collection, processing, model training, testing.
• Develop highly-optimized, compact models for real-time processing.

Qualifications

• Ph.D. or Masters in Computer Vision, Computer Science or a related field.
• Expertise in at least one area of visual image enhancement, video/image processing, motion representation and computational imaging.
• Solid knowledge on image processing pipeline/system.
• A passion for creating innovative techniques, and making them robust and scalable for real-world scenarios.
• Solid programming skills with C++ and/or Java and/or Python.
• Familiar with Tensorflow and Pytorch.
• Self-motivated and able to adapt to new problem domain quickly.
• Proven track of record in top academic conferences/publications (i.e., CVPR, ICCV, NeurlIPS, ECCV, AAAI,?etc.).

Nice to have:

• Experience with adaptive m scheme (meta-learning, few-shot learning, etc.)
• Experience with deep model compression.
• Experience with Android or other mobile systems.

Additional Information

We thank all applicants for their interest, however?only those candidates selected for interviews will be contacted.